A Closer Look at Hardware-Friendly Weight Quantization

Sungmin Bae, Piotr Zielinski, Satrajit Chatterjee

Quantizing a Deep Neural Network (DNN) model to be used on a custom accelerator with efficient fixed-point hardware implementations, requires satisfying many stringent hardware-fri…